/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))
/tmp/ipykernel_1167988/4258579067.py:16: RuntimeWarning: overflow encountered in exp
p = 1 / (1 + np.exp(-np.dot(X, beta))) + 1e-100
/tmp/ipykernel_1167988/4258579067.py:17: RuntimeWarning: divide by zero encountered in log
return -np.sum(y * np.log(p) + (1 - y) * np.log(1 - p))